Bendigo's Duplicate Image Problem: What Happens Next and the Key Decisions Ahead

Bendigo's major cultural institutions are staring down a backlog of duplicated digital images across their collections — and the decisions made in the next six months will determine whether the city's heritage records become a genuinely useful public resource or remain a tangled archive that frustrates researchers, educators and the general public alike.

The issue has been quietly building for years. As organisations digitised physical collections during the pandemic-era funding surge — accelerated by Creative Victoria grants available between 2020 and 2023 — many uploaded images without consistent naming conventions, metadata standards or deduplication processes. The result is sprawling repositories where the same object, painting or document can appear dozens of times under different file names, catalogue numbers and format sizes.

Who Is Sitting on the Problem

The Bendigo Art Gallery on View Street holds one of regional Victoria's most significant permanent collections, with digitisation work ongoing since at least 2019. The Bendigo Regional Archives Centre on Pall Mall, which manages historical government records for the greater Loddon Campaspe region, faces a parallel challenge: physical records scanned across multiple project rounds without a single unified image management system tying them together. La Trobe University's Bendigo campus library, which supports both undergraduate students and community researchers, has also inherited legacy digital collections that predate current metadata standards.

None of these institutions are outliers. The problem is sector-wide in regional Victoria. But Bendigo's concentration of significant holdings — Aboriginal cultural heritage materials, goldfields-era photography, civic records dating to the 1850s — raises the stakes considerably. Duplicated image records don't just waste storage. They create genuine risk: objects incorrectly catalogued, provenance details split across multiple entries, and Aboriginal cultural heritage items that may carry access restrictions applied inconsistently because the same image exists in multiple places under different classification tags.

Bendigo Health's expansion works on Lucan Street have also generated substantial new photographic documentation — construction records, site archaeology reports, before-and-after imaging — that will eventually need to integrate with existing municipal archives. If deduplication standards aren't locked in now, that material joins an already complicated pile.

The Decisions That Cannot Wait

Three choices sit at the centre of what happens next. First, institutions need to decide whether to adopt a shared regional image management platform or continue running separate systems. The State Library of Victoria has been developing guidance under its Digitisation Investment Framework, and regional organisations that align with that framework before the end of 2026 stand to access future state funding rounds on better terms.

Second, there is the question of who pays for the remediation work itself. Deduplication at scale is not a volunteer task. Professional digital asset management consultancies typically charge between $85 and $140 per hour for collection auditing work, and a collection of even moderate size — say, 50,000 digitised items — can require hundreds of hours of skilled review. City of Greater Bendigo's arts and culture budget, which funds some operational support to the gallery and related programs, does not currently have a dedicated line item for digital remediation as far as publicly available budget documents show.

Third, and most consequentially, institutions holding Aboriginal cultural heritage imagery must resolve access and duplication issues in direct consultation with Traditional Owner groups, including Dja Dja Wurrung Clans Aboriginal Corporation, whose country covers the Bendigo region. Duplicate records complicate the application of cultural protocols, and getting that process right is not optional under Victoria's Aboriginal Heritage Act 2006.

The practical path forward involves a sequenced approach: audit first to understand the actual scale of duplication, then prioritise culturally sensitive materials for immediate remediation, then move to broader collection cleanup using whatever platform agreement emerges from state-level coordination. Institutions that wait for a perfect solution risk losing the institutional memory of staff who conducted the original digitisation work — people who know why certain naming decisions were made and what the edge cases mean. That knowledge walks out the door with every retirement and every redundancy. The window to capture it is closing faster than the filing deadline on the grants that created this mess in the first place.